A Deep Reinforced Model for Abstractive Summarization

11 May 2017

Papers citing "A Deep Reinforced Model for Abstractive Summarization"

50 / 713 papers shown

Title
Gender Biases in Automatic Evaluation Metrics for Image Captioning Haoyi Qiu Zi-Yi Dou Tianlu Wang Asli Celikyilmaz Nanyun Peng EGVM 26 14 0 24 May 2023
On Learning to Summarize with Large Language Models as References Yixin Liu Kejian Shi Katherine S He Longtian Ye Alexander R. Fabbri Pengfei Liu Dragomir R. Radev Arman Cohan ELM 43 71 0 23 May 2023
Better Zero-Shot Reasoning with Self-Adaptive Prompting Xingchen Wan Ruoxi Sun H. Dai Sercan Ö. Arik Tomas Pfister ReLM OffRL LRM 18 48 0 23 May 2023
Non-parametric, Nearest-neighbor-assisted Fine-tuning for Neural Machine Translation Jiayi Wang Ke Min Wang Yuqi Zhang Yu Zhao Pontus Stenetorp 21 0 0 23 May 2023
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback Yann Dubois Xuechen Li Rohan Taori Tianyi Zhang Ishaan Gulrajani Jimmy Ba Carlos Guestrin Percy Liang Tatsunori B. Hashimoto ALM 45 546 0 22 May 2023
Finding the Pillars of Strength for Multi-Head Attention Jinjie Ni Rui Mao Zonglin Yang Han Lei Min Zhang 15 5 0 22 May 2023
SLiC-HF: Sequence Likelihood Calibration with Human Feedback Yao-Min Zhao Rishabh Joshi Tianqi Liu Misha Khalman Mohammad Saleh Peter J. Liu 40 272 0 17 May 2023
PROM: A Phrase-level Copying Mechanism with Pre-training for Abstractive Summarization Xinbei Ma Yeyun Gong Pengcheng He Hai Zhao Nan Duan 42 2 0 11 May 2023
Exploiting Pseudo Image Captions for Multimodal Summarization Chaoya Jiang Rui Xie Wei Ye Jinan Sun Shikun Zhang VLM 39 13 0 09 May 2023
Learning Summary-Worthy Visual Representation for Abstractive Summarization in Video Zenan Xu Xiaojun Meng Yasheng Wang Qinliang Su Zexuan Qiu Xin Jiang Qun Liu 33 3 0 08 May 2023
Task-Optimized Adapters for an End-to-End Task-Oriented Dialogue System Namo Bang Jeehyun Lee M. Koo 179 38 0 04 May 2023
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation Patrick Fernandes Aman Madaan Emmy Liu António Farinhas Pedro Henrique Martins ... José G. C. de Souza Shuyan Zhou Tongshuang Wu Graham Neubig André F. T. Martins ALM 117 56 0 01 May 2023
Directed Acyclic Transformer Pre-training for High-quality Non-autoregressive Text Generation Fei Huang Pei Ke Minlie Huang AI4CE 35 8 0 24 Apr 2023
Decoder-Only or Encoder-Decoder? Interpreting Language Model as a Regularized Encoder-Decoder Z. Fu W. Lam Qian Yu Anthony Man-Cho So Shengding Hu Zhiyuan Liu Nigel Collier AuLLM 42 41 0 08 Apr 2023
Simple Yet Effective Synthetic Dataset Construction for Unsupervised Opinion Summarization Minghan Shen Jie Ma Shuai Wang Yogarshi Vyas Kalpit Dixit Miguel Ballesteros Yassine Benajiba 36 6 0 21 Mar 2023
Align and Attend: Multimodal Summarization with Dual Contrastive Losses Bo He Jun Wang Jielin Qiu Trung Bui Abhinav Shrivastava Zhaowen Wang 22 66 0 13 Mar 2023
Personalisation within bounds: A risk taxonomy and policy framework for the alignment of large language models with personalised feedback Hannah Rose Kirk Bertie Vidgen Paul Röttger Scott A. Hale 41 100 0 09 Mar 2023
Guiding Large Language Models via Directional Stimulus Prompting Zekun Li Baolin Peng Pengcheng He Michel Galley Jianfeng Gao Xi Yan LLMAG LRM LM&Ro 40 95 0 22 Feb 2023
Aligning Language Models with Preferences through f-divergence Minimization Dongyoung Go Tomasz Korbak Germán Kruszewski Jos Rozen Nahyeon Ryu Marc Dymetman 35 70 0 16 Feb 2023
Search-Engine-augmented Dialogue Response Generation with Cheaply Supervised Query Production Ante Wang Linfeng Song Qi Liu Haitao Mi Longyue Wang Zhaopeng Tu Jinsong Su Dong Yu 22 12 0 16 Feb 2023
Temporal Video-Language Alignment Network for Reward Shaping in Reinforcement Learning Ziyuan Cao Reshma A. Ramachandra K. Yu 28 2 0 08 Feb 2023
An entity-guided text summarization framework with relational heterogeneous graph neural network Jingqiang Chen 21 4 0 07 Feb 2023
HunSum-1: an Abstractive Summarization Dataset for Hungarian Botond Barta Dorina Lakatos Attila Nagy Milán Konor Nyist Judit Ács 13 2 0 01 Feb 2023
Exploring the Approximation Capabilities of Multiplicative Neural Networks for Smooth Functions Ido Ben-Shaul Tomer Galanti S. Dekel 31 3 0 11 Jan 2023
Follow the Timeline! Generating Abstractive and Extractive Timeline Summary in Chronological Order Preslav Nakov Li Mingzhe Shen Gao Zhangming Chan Dongyan Zhao Xin Gao Xiangliang Zhang Rui Yan 139 4 0 02 Jan 2023
GAE-ISumm: Unsupervised Graph-Based Summarization of Indian Languages Lakshmi Sireesha Vakada Anudeep Ch Mounika Marreddy S. Oota R. Mamidi 22 1 0 25 Dec 2022
Critic-Guided Decoding for Controlled Text Generation Minbeom Kim Hwanhee Lee Kang Min Yoo Joonsuk Park Hwaran Lee Kyomin Jung 39 35 0 21 Dec 2022
Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence Summarization Dongmin Hyun Xiting Wang Chanyoung Park Xing Xie Hwanjo Yu 19 7 0 21 Dec 2022
Inverse Reinforcement Learning for Text Summarization Yujiao Fu Deyi Xiong Yue Dong 45 4 0 19 Dec 2022
What to Read in a Contract? Party-Specific Summarization of Legal Obligations, Entitlements, and Prohibitions Abhilasha Sancheti Aparna Garimella Balaji Vasan Srinivasan Rachel Rudinger AILaw 19 2 0 19 Dec 2022
MAViL: Masked Audio-Video Learners Po-Yao (Bernie) Huang Vasu Sharma Hu Xu Chaitanya K. Ryali Haoqi Fan Yanghao Li Shang-Wen Li Gargi Ghosh Jitendra Malik Christoph Feichtenhofer 26 51 0 15 Dec 2022
Summary-Oriented Vision Modeling for Multimodal Abstractive Summarization Yunlong Liang Fandong Meng Jinan Xu Jiaan Wang Jinan Xu Jie Zhou 33 20 0 15 Dec 2022
Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language Alexei Baevski Arun Babu Wei-Ning Hsu Michael Auli VLM SSL 34 92 0 14 Dec 2022
MOPRD: A multidisciplinary open peer review dataset Jialiang Lin Jiaxin Song Zhangping Zhou Yidong Chen X. Shi 31 12 0 09 Dec 2022
Towards Abstractive Timeline Summarisation using Preference-based Reinforcement Learning Yuxuan Ye Edwin Simpson 19 0 0 14 Nov 2022
MACSum: Controllable Summarization with Mixed Attributes Yusen Zhang Yang Liu Ziyi Yang Yuwei Fang Yulong Chen Dragomir R. Radev Chenguang Zhu Michael Zeng Rui Zhang 37 15 0 09 Nov 2022
Improving abstractive summarization with energy-based re-ranking Diogo Pernes Afonso Mendes André F. T. Martins 23 6 0 27 Oct 2022
Contrastive Decoding: Open-ended Text Generation as Optimization Xiang Lisa Li Ari Holtzman Daniel Fried Percy Liang Jason Eisner Tatsunori Hashimoto Luke Zettlemoyer M. Lewis 51 326 0 27 Oct 2022
Universal Evasion Attacks on Summarization Scoring Wenchuan Mu Kwan Hui Lim AAML 38 1 0 25 Oct 2022
Revision for Concision: A Constrained Paraphrase Generation Task Wenchuan Mu Kwanin Lim 32 3 0 25 Oct 2022
IFDID: Information Filter upon Diversity-Improved Decoding for Diversity-Faithfulness Tradeoff in NLG Han Meng Xiaosong He Zexing Chen F. Zhou 40 0 0 25 Oct 2022
Controlled Text Reduction Aviv Slobodkin Paul Roit Eran Hirsch Ori Ernst Ido Dagan 56 10 0 24 Oct 2022
Analyzing and Evaluating Faithfulness in Dialogue Summarization Bin Wang Chen Zhang Yan Zhang Yiming Chen Haizhou Li HILM 41 15 0 21 Oct 2022
TLDW: Extreme Multimodal Summarisation of News Videos Peggy Tang Kun Hu Lei Zhang Jiebo Luo Zhiyong Wang 19 9 0 16 Oct 2022
Self-Repetition in Abstractive Neural Summarizers Nikita Salkar T. Trikalinos Byron C. Wallace A. Nenkova 21 10 0 14 Oct 2022
Why self-attention is Natural for Sequence-to-Sequence Problems? A Perspective from Symmetries Chao Ma Lexing Ying 27 2 0 13 Oct 2022
Measuring and Improving Semantic Diversity of Dialogue Generation Seungju Han Beomsu Kim Buru Chang 27 12 0 11 Oct 2022
Hierarchical3D Adapters for Long Video-to-text Summarization Pinelopi Papalampidi Mirella Lapata VGen 31 12 0 10 Oct 2022
Breaking BERT: Evaluating and Optimizing Sparsified Attention Siddhartha Brahma Polina Zablotskaia David M. Mimno 32 1 0 07 Oct 2022
Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering Jiacheng Liu Skyler Hallinan Ximing Lu Pengfei He Sean Welleck Hannaneh Hajishirzi Yejin Choi RALM 29 59 0 06 Oct 2022